Run
8690681

Run 8690681

Task 145878 (Supervised Classification) wdbc Uploaded 26-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees535
mlr.classif.ranger(16)_mtry24
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.374431523773819
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9881
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9094
Cross-validation details (10-fold Crossvalidation)
KB relative information score
478.4586
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0811
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9578
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9578
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1735
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1826
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3777
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.0531
UserCPU time millis
3.293
UserCPU time millis testing
0.099
UserCPU time millis training
3.194